Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "82"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 82 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 222 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 216 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 82, Node 7:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.798880 -0.421809 4.089004 0.623948 0.635954 0.295203 2.289383 0.090971 0.7503 0.7790 0.2802 15.278253 14.343854
2459593 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.919784 2.183294 4.076365 1.884563 0.035117 0.677968 1.396652 1.266480 0.6876 0.6918 0.2851 6.262312 5.839369
2459592 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.332467 -0.919101 1.752371 1.251863 -0.000540 -0.550923 1.162397 0.003050 0.0622 0.0521 0.0076 nan nan
2459591 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 345.198115 349.058913 inf inf 31.173500 69.100989 165.087397 828.196723 nan nan nan 0.000000 0.000000
2459590 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.249452 2.098076 4.557322 0.939425 1.544462 2.652569 0.530434 0.141404 0.6410 0.6608 0.3847 6.234476 6.736941
2459589 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.869185 1.374260 4.343636 0.596804 2.829793 0.948271 1.204194 -0.321107 0.6753 0.6811 0.3063 7.315252 6.324552
2459588 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.683023 0.862844 2.691511 0.617553 17.395092 7.080994 0.755659 0.135820 0.7297 0.7246 0.2540 10.306423 8.877298
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 5.108432 2.014136 6.013158 0.744167 -1.598116 -0.223848 -4.675000 3.736147 nan nan nan 0.000000 0.000000
2459586 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.242809 1.158556 2.310227 0.375294 2.823972 -0.096134 6.334397 2.052980 0.6225 0.6534 0.3833 4.362825 4.553451
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 11.722523 6.375887 2.132215 1.265429 4.534540 4.042142 3.611418 0.423855 0.0641 0.0565 0.0047 0.000000 0.000000
2459584 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 15.187600 14.279502 7.443105 2.117785 14.217799 11.455024 50.976203 48.377203 0.6088 0.6326 0.3945 5.360541 10.799418
2459583 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.122431 2.304782 6.275760 2.562617 4.091698 -0.351746 4.932270 0.522510 0.6253 0.6514 0.4087 2.391328 1.876369
2459582 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.622922 1.924157 3.628822 1.928228 14.015008 3.609784 0.547159 -0.200720 0.6304 0.6552 0.4111 4.088611 4.207235
2459581 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 10.111673 2.557750 6.911613 2.139881 10.391770 0.596265 3.505756 -0.203058 0.6320 0.6621 0.4086 4.583936 4.395404
2459580 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.290311 2.028972 5.582096 2.189832 8.953068 1.180613 9.844062 0.833556 0.6348 0.6629 0.4017 0.000000 0.000000
2459579 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.669378 2.270443 6.713322 2.972122 5.495354 -0.155640 0.435814 -0.076286 0.6239 0.6583 0.4082 3.477511 3.046438
2459578 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.019859 -0.732719 0.275394 0.628953 12.848152 2.284694 2.621797 -0.373276 0.0556 0.0366 0.0044 nan nan
2459577 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 9.878444 1.951932 5.717154 2.063049 9.604559 0.990187 4.744813 0.003904 0.6352 0.6644 0.4007 4.260216 4.189425
2459576 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.256393 1.153521 3.882569 1.788406 3.307099 0.747838 2.811839 -0.012296 0.6588 0.6839 0.4037 7.816984 7.093876
2459575 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.379776 1.865048 2.393822 1.377492 11.134782 3.127315 3.734413 1.446790 0.7282 0.7369 0.3455 8.943472 10.181082
2459574 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.062112 1.347987 6.288851 1.762891 2.384181 0.501076 1.266006 -0.667284 0.6437 0.6772 0.4067 4.744823 4.715902
2459573 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459572 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.335283 1.545127 6.183568 1.831237 0.372838 0.756649 0.958007 0.314274 0.6495 0.6827 0.4026 6.828951 6.614060
2459571 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 0.299240 -0.789374 -0.262618 0.410385 -1.240554 -0.780366 0.977976 -1.292992 0.0615 0.0438 0.0068 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.512209 1.803699 7.295186 2.128338 10.000118 1.689058 9.194075 2.206985 0.7381 0.7580 0.2392 8.964285 6.105909
2459566 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.904328 1.272891 8.304468 2.496418 2.365641 0.881953 5.953090 0.053683 0.6327 0.6691 0.4207 4.777337 4.656002
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -0.457058 -0.457058 -0.461085 -0.461085 -0.863548 -0.863548 -0.922228 -0.922228 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.975485 -0.016683 1.979710 -0.730352 1.369708 4.714200 5.281165 -0.249602 0.6681 0.6856 0.4212 3.621549 3.584193
2459563 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.996014 1.789335 5.942977 -0.025682 14.719940 8.630283 9.107440 3.640745 0.6598 0.6837 0.4099 4.510666 4.851908
2459562 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 1.896991 0.487564 1.249445 1.224534 0.944993 0.824166 0.700204 0.469131 0.6590 0.6870 0.4105 3.849885 3.735344
2459561 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.521290 0.450348 1.968512 0.571117 2.467545 0.563643 2.749154 0.883306 0.6639 0.6958 0.4029 4.007088 4.035286
2459560 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459559 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.434378 0.231591 0.622010 0.884877 0.878666 0.759466 0.147964 0.895600 0.6550 0.6873 0.4027 3.391663 3.332024
2459558 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.295212 1.873793 2.877428 2.196643 5.018790 1.871981 9.498160 4.365673 0.6618 0.6855 0.4067 8.893572 7.694570
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0450 0.0358 0.0041 nan nan
2459556 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.395904 2.052594 2.109495 2.267236 5.898948 1.578558 1.577570 1.791335 0.6569 0.6870 0.4056 8.663955 7.597036
2459554 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6607 0.6912 0.4175 nan nan
2459553 RF_maintenance - 0.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.6626 0.6889 0.4117 nan nan
2459552 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.144622 0.940256 2.118745 1.782045 8.798152 8.137267 1.270636 0.227089 0.6637 0.6889 0.4186 0.000000 0.000000
2459551 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 0.956887 0.511311 0.812271 1.297862 0.634634 0.955564 0.212807 0.164066 0.6692 0.6914 0.4085 3.968143 3.675944
2459550 RF_maintenance - 95.88% 95.88% 0.00% - - nan nan nan nan nan nan nan nan 0.0740 0.0612 0.0049 nan nan
2459549 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 5.830875 2.066166 1.960161 2.023363 7.198442 3.937466 1.598837 0.273553 0.6578 0.6881 0.4188 4.595833 4.191873
2459542 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.978358 2.209783 0.054937 -0.666062 0.705124 0.714262 1.130565 3.584320 0.7270 0.7462 0.3698 4.805204 4.141584
2459541 RF_maintenance 0.00% 1.34% 1.79% 0.00% 100.00% 0.00% 3.399251 1.794592 0.050227 1.358626 0.559105 1.166633 0.077394 2.107171 0.7131 0.7317 0.3498 6.320461 6.636608
2459540 RF_maintenance 0.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.701573 1.307268 0.381487 0.040609 0.739692 3.193355 0.873023 2.315236 0.7263 0.7439 0.3543 4.151848 3.999743
2459536 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 11.212624 1.701370 1.580970 1.150238 1.696071 -0.503716 0.452430 3.830857 0.6751 0.7075 0.4495 0.000000 0.000000
2459535 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.699786 0.651752 0.553342 -0.338036 0.410041 1.972492 5.511810 4.038901 0.7568 0.7655 0.3656 4.070488 4.328319
2459534 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 3.469614 0.732622 0.494260 0.006417 -0.281397 5.080501 5.591814 5.188979 0.7534 0.7542 0.3667 8.296125 9.132660
2459533 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.755037 1.877655 0.705718 -0.413545 1.401464 0.979375 0.638586 0.472222 0.6804 0.7118 0.4169 4.143604 4.011891
2459532 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.571089 1.979215 1.123719 0.838887 2.519072 -0.484025 1.339767 2.119806 0.6878 0.7104 0.4097 0.000000 0.000000
2459530 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 4.619901 0.319301 0.557557 0.182569 0.254666 0.812418 2.558957 6.395511 0.6897 0.7167 0.4180 4.648658 4.354987
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.343208 1.959479 1.275056 -0.486528 1.021055 5.586801 2.995306 13.519999 0.9043 0.9390 0.3069 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 9.567439 2.028858 1.647886 -0.002795 2.460461 -0.692932 0.121547 0.506191 nan nan nan 5.737798 6.207785
2459522 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.912728 1.958342 1.194634 0.128165 -0.107464 4.214267 0.354725 5.707315 0.6370 0.7189 0.3762 2.784050 2.496561
2459513 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - -0.849416 -0.653228 0.570866 -0.008893 -1.058316 -0.716581 0.540309 -0.481414 0.0873 0.0764 0.0203 nan nan
2459508 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.404678 1.528220 0.167407 -0.405441 1.654812 0.040710 2.612701 2.551338 0.9183 0.9606 0.1606 0.000000 0.000000
2459505 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 8.517822 2.418300 0.482139 1.856025 -0.112346 1.396895 -0.148155 0.283160 0.8761 0.8606 0.2279 8.098677 7.381214
2459503 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.954107 1.671833 1.285318 0.343921 1.556458 0.716028 6.555976 14.049240 0.8713 0.8665 0.4371 0.000000 0.000000
2459501 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.097714 1.150163 0.460502 0.011870 0.258551 -0.554561 1.378258 2.442510 0.8464 0.8873 0.3900 0.000000 0.000000
2459500 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.428223 1.353461 0.744123 -0.250498 0.880338 -0.078852 0.903721 1.181463 0.8500 0.8811 0.3840 0.000000 0.000000
2459499 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.446495 0.699640 0.465440 -0.698535 1.458467 1.211693 4.748121 4.345411 0.8820 0.9425 0.1781 0.000000 0.000000
2459498 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 6.999367 0.868173 0.654786 0.562012 1.206478 2.052522 0.087416 0.570132 0.8610 0.8825 0.4118 0.000000 0.000000
2459497 RF_maintenance 100.00% 0.00% 0.00% 0.00% 100.00% 0.00% 7.822727 0.759216 0.229406 0.948185 0.782333 2.056682 1.721925 0.630183 0.8936 0.9288 0.3397 0.000000 0.000000
2459496 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.175489 1.150417 0.742106 -0.204870 1.174841 0.901162 9.623173 10.122039 0.0522 0.0558 0.0025 0.000000 0.000000
2459495 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.041993 0.407065 0.795696 0.009765 1.105169 2.331080 7.510880 17.064840 0.0499 0.0612 0.0035 0.000000 0.000000
2459494 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.210554 0.246255 0.392120 0.674398 2.478677 2.289162 1.407917 -0.060751 0.0643 0.0517 0.0027 0.000000 0.000000
2459492 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.498043 1.380838 -0.845995 0.319902 5.366718 -0.657537 5.663846 -0.097308 0.0678 0.0623 0.0037 0.000000 0.000000
2459491 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 8.020207 1.583668 -0.866656 0.998951 4.522995 -0.031179 0.280804 3.259200 0.0665 0.0570 0.0028 0.000000 0.000000
2459490 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.534358 1.262340 -1.422557 0.923641 2.495698 -0.481495 5.511339 3.106375 0.0674 0.0660 0.0062 0.000000 0.000000
2459489 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.784344 0.613645 -1.046240 0.434918 2.524068 -0.569541 5.076254 0.847780 0.0720 0.0632 0.0045 0.000000 0.000000
2459488 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 4.692266 1.611640 -0.096001 0.613077 4.666321 -0.023327 8.602804 0.096791 0.0732 0.0626 0.0042 0.000000 0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 82: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 8.187332 8.187332 -0.290484 0.396589 0.730080 2.575614 1.935620 -0.279475 -0.805653

Antenna 82: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 4.359737 0.716234 4.359737 0.709664 1.252776 -0.117886 2.331538 -0.005188 -1.062040

Antenna 82: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 1.738301 1.738301 0.012379 -0.684547 0.495447 -1.138978 0.256051 -1.017307 0.062252

Antenna 82: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Power 0.656419 0.511794 0.391474 0.656419 -1.000596 0.485596 -1.086724 0.155211 -0.369809

Antenna 82: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 3.525038 0.404589 3.525038 0.681189 1.394638 -0.276479 1.548898 -0.331707 -0.799165

Antenna 82: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 4.805716 0.620360 4.805716 0.662783 1.970150 -0.014160 1.965915 -0.379348 -1.111104

Antenna 82: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 5.435694 5.435694 0.971784 2.258873 0.514684 1.970997 -0.407178 -1.584800 -0.061896

Antenna 82: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 2.697749 2.697749 0.295217 -0.818153 0.693119 -1.502480 0.026923 -1.013085 0.081984

Antenna 82: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 2.389951 0.168443 2.389951 0.704022 -1.110626 0.147341 -1.417404 -0.129958 -0.771054

Antenna 82: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 6.009816 1.552793 6.009816 1.119480 2.983660 -0.983669 1.566043 0.081806 -1.556601

Antenna 82: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 1.869884 1.869884 1.100405 1.727533 0.696593 0.925128 -0.978251 0.314381 -0.019275

Antenna 82: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 1.096492 0.702617 1.096492 0.167438 0.679956 -0.672845 -1.047944 0.163796 0.068981

Antenna 82: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 35.656602 5.277954 2.276237 1.322492 1.243526 2.966705 1.595306 35.656602 4.477700

Antenna 82: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 3.689502 1.392179 1.130903 0.745720 0.927150 0.373137 -0.200888 3.689502 0.705787

Antenna 82: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 8.427649 1.516955 2.614117 1.404482 2.106875 2.433098 0.434560 8.427649 1.783376

Antenna 82: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 15.679774 4.945001 2.558106 -0.161725 1.133666 2.603709 1.491963 15.679774 3.222332

Antenna 82: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 1.904737 -0.258746 1.904737 -1.242876 0.656405 -1.107012 -0.603605 -0.875372 -0.110571

Antenna 82: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 1.694867 0.148718 1.694867 0.078584 0.433866 0.164354 -0.932510 -0.907462 -0.499800

Antenna 82: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 13.525421 2.326466 3.466603 1.210735 -0.030830 3.151515 2.979111 13.525421 10.515332

Antenna 82: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 Not Found nn Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 1.087273 1.087273 -0.783252 0.492061 -1.193571 -0.411209 -0.610529 0.020840 -0.275892

Antenna 82: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 227.844396 0.972556 3.314428 1.799364 0.033579 6.008412 6.077935 218.404674 227.844396

Antenna 82: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 5.630593 5.630593 2.024147 1.629315 -0.387018 0.749170 -0.899108 -0.866964 -0.363538

Antenna 82: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 3.717659 3.016234 3.633241 1.113732 0.076778 0.064257 0.138846 3.717659 2.522287

Antenna 82: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 12.500411 8.442200 9.902920 1.162649 1.928400 6.369537 3.908758 11.610276 12.500411

Antenna 82: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 15.803285 4.823179 5.264483 1.407843 0.520644 1.265608 1.481252 15.803285 14.730059

Antenna 82: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 2.468891 1.393664 2.468891 -0.878861 0.067599 -1.143638 -0.344529 -0.787050 -0.442343

Antenna 82: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 0.925227 0.925227 0.393860 -0.007264 -0.588243 0.062429 -0.678033 -0.404647 -0.528567

Antenna 82: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 15.436304 3.369391 3.618939 0.184226 0.903195 3.793715 2.559528 15.436304 14.473299

Antenna 82: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 68.057284 2.590223 3.255004 0.498713 0.883901 8.607359 6.824968 68.057284 61.050902

Antenna 82: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 130.537216 3.322577 4.055588 0.874238 1.496458 13.692975 11.836898 130.537216 117.016294

Antenna 82: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 2.846635 2.846635 1.573547 0.757547 0.456743 -0.106855 -1.600292 -0.246840 -0.396720

Antenna 82: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 70.175704 3.612999 2.752209 0.667380 0.395921 5.443188 6.328940 61.771856 70.175704

Antenna 82: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 29.246140 3.321569 4.651352 -0.024414 0.224477 8.007235 5.533907 29.246140 23.537593

Antenna 82: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 64.230291 2.219340 3.319361 -0.027246 0.082293 12.531254 8.819178 64.230291 51.255106

Antenna 82: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 99.659055 3.221172 4.420142 0.091771 0.221683 22.198164 16.474595 99.659055 80.725926

Antenna 82: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 64.064775 2.315774 3.523053 -0.001244 0.114275 8.047717 6.037462 64.064775 51.739071

Antenna 82: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 88.709339 2.730020 1.518129 0.565496 0.832158 49.420166 62.194605 73.556268 88.709339

Antenna 82: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 159.297578 1.256477 2.059022 1.290964 1.309605 75.297645 57.981495 159.297578 137.711059

Antenna 82: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 92.160456 2.053523 1.876436 1.599241 0.710801 46.083223 49.869774 85.070741 92.160456

Antenna 82: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 83.963398 2.263573 1.913471 0.635212 0.158040 12.861125 14.571095 75.594840 83.963398

Antenna 82: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 8.018790 8.018790 2.382092 1.421399 -0.332951 0.383976 -0.383456 0.566696 -0.382559

Antenna 82: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 97.494852 2.282227 3.006248 0.828044 1.118261 18.982437 12.993824 97.494852 85.019021

Antenna 82: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Shape 0.961379 0.961379 0.632387 -0.456530 0.667037 -0.244747 0.169513 -0.209570 0.554320

Antenna 82: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 73.944152 -0.425864 -0.666277 1.158185 1.056897 22.323843 18.939105 73.944152 65.867893

Antenna 82: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 96.061435 -0.428775 -0.585173 1.592707 1.495406 35.496063 32.162382 96.061435 87.521747

Antenna 82: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Power 3.432168 1.810940 1.500093 3.432168 0.673315 1.209549 0.399877 1.745152 0.257260

Antenna 82: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 102.598216 -0.168621 -0.552130 -1.175880 -0.818904 -0.079908 -0.388453 102.598216 90.597680

Antenna 82: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 99.497290 -0.340652 -0.708050 1.876429 1.482225 22.866772 18.626379 99.497290 87.922513

Antenna 82: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 221.735023 1.159988 1.162492 2.991064 3.133428 26.227414 23.888092 221.735023 201.050897

Antenna 82: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Variability 276.721064 0.533282 0.662627 2.258810 2.551074 276.721064 237.039066 96.336096 84.081763

Antenna 82: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 8.153053 8.153053 2.973145 0.793115 -0.334773 -0.286963 -0.121752 0.181185 -0.377607

Antenna 82: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape 7.687651 2.877799 7.687651 0.069169 0.964443 -0.009614 0.878787 -0.308523 0.360826

Antenna 82: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance nn Temporal Discontinuties 0.462167 0.354794 0.354794 0.204560 0.204560 0.425479 0.425479 0.462167 0.462167

Antenna 82: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Power -0.378915 -0.407253 -0.407253 -0.378915 -0.378915 -0.612529 -0.612529 -0.575428 -0.575428

Antenna 82: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 N07 RF_maintenance ee Temporal Discontinuties 8.520312 1.691608 3.789259 0.241906 2.921969 0.212480 1.628893 4.996543 8.520312

Antenna 82: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 6.764810 0.951539 2.234525 4.313349 1.067773 3.131644 -0.066982 6.764810 1.265767

Antenna 82: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 4.210587 -0.507536 1.220944 2.305102 0.550540 2.785848 0.452137 4.210587 2.225115

Antenna 82: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Power 2.153892 0.795689 2.076604 2.153892 0.205677 -1.522965 -0.739918 0.556386 0.056015

Antenna 82: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 5.144286 5.144286 1.972689 3.387428 0.116971 1.290524 -0.857133 1.178244 0.217702

Antenna 82: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 9.428271 9.428271 2.411165 3.500681 0.499863 0.135236 -0.284780 0.661331 0.154653

Antenna 82: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 82: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 13.079407 1.712245 6.512534 0.586464 3.320858 1.708058 7.337807 11.148101 13.079407

Antenna 82: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 34.769817 2.267091 2.345236 0.409071 2.680326 6.437669 11.318605 30.690760 34.769817

Antenna 82: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 11.614192 5.337398 1.750171 2.131635 0.067047 5.941636 -0.278965 11.614192 3.842791

Antenna 82: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 11.324751 1.621228 11.324751 1.087949 1.954467 3.772307 7.970982 0.352812 0.469119

Antenna 82: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Variability 11.393975 4.625756 1.855286 -0.032720 -0.252262 11.393975 0.102606 -0.049600 0.151825

Antenna 82: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Variability 11.492599 1.775234 9.114029 -0.387589 0.121108 3.753827 11.492599 0.445199 0.488541

Antenna 82: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 9.335839 9.335839 2.094219 0.951778 -0.173341 0.119928 0.744769 -0.232353 0.050530

Antenna 82: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 12.834388 0.834146 8.140849 1.447299 4.134048 2.027027 6.105194 8.396838 12.834388

Antenna 82: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Variability 6.410677 1.701418 5.750983 0.069567 0.218203 0.045437 6.410677 0.483028 0.632755

Antenna 82: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 82: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Power 4.210462 1.678031 -0.016649 2.011146 4.210462 -0.990438 -0.952750 1.395523 1.654848

Antenna 82: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 3.318892 3.318892 1.363358 1.230746 -0.342190 2.937446 0.261707 0.106300 -0.666650

Antenna 82: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 7.888719 7.888719 2.585145 -0.138402 -0.453833 0.157500 -1.352574 0.454605 0.082241

Antenna 82: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Power 19.285867 -0.665236 0.798887 19.285867 16.963907 2.024368 0.936455 -0.200764 -1.010955

Antenna 82: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 10.841047 2.451605 10.841047 0.526797 5.883426 0.706688 3.933491 0.553173 2.526971

Antenna 82: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 2.922261 2.922261 1.462608 1.125359 1.029940 -0.344143 0.331980 1.245036 -0.250169

Antenna 82: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 7.786068 -0.078748 7.786068 0.390112 7.247731 2.461332 4.370726 2.017579 3.890999

Antenna 82: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 7.686358 7.686358 1.413661 5.801463 0.033557 2.486692 -0.102301 1.573170 0.708724

Antenna 82: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 9.006904 1.638186 9.006904 -0.722330 4.348130 -0.807352 2.977689 -0.391160 1.371388

Antenna 82: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape 6.239306 0.537114 6.239306 -0.561493 4.351240 -0.295463 2.671962 0.194661 1.960175

Antenna 82: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Power 3.893775 1.382476 2.441707 -0.793602 3.893775 -0.498011 2.345293 -0.460992 0.947832

Antenna 82: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance nn Temporal Discontinuties 5.147577 4.794953 3.274116 1.216776 0.819561 -0.809252 -0.368664 2.008937 5.147577

Antenna 82: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 5.438429 2.208320 3.578043 -0.425640 2.511276 1.640212 4.992214 2.443897 5.438429

Antenna 82: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Discontinuties 9.385653 1.031766 1.593027 0.621683 -0.888062 9.334199 5.544119 9.385653 4.200508

Antenna 82: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Variability 3.916273 1.384486 1.214787 -0.256921 -0.231142 3.916273 0.984989 0.881080 -0.155786

Antenna 82: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Temporal Variability 4.577831 1.034447 0.096132 -0.916190 2.063592 0.175814 4.577831 -0.529111 2.500817

Antenna 82: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 82: 2459648

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
82 7 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan